Building Contextualised Moderation Classifier [GovTech Si...

What this episode covers

In this episode, we introduce GovTech Singapore and its reasons for tackling the content moderation problem. We discuss their innovative approach to building the moderation classifier, which involves using a consensus voting mechanism with existing commercial LLMs to improve labeling in the training dataset, providing a strong foundation for developing the machine learning model. For more details, you can refer to their published tech blog, linked here for your reference: https://medium.com/dsaid-govtech/building-lionguard-a-contextualised-moderation-classifier-to-tackle-local-unsafe-content-8f68c8f13179

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How long is this episode of Snacks Weekly on Data Science?

This episode is 10 minutes long.

When was this Snacks Weekly on Data Science episode published?

This episode was published on November 18, 2024.

What is this episode about?

In this episode, we introduce GovTech Singapore and its reasons for tackling the content moderation problem. We discuss their innovative approach to building the moderation classifier, which involves using a consensus voting mechanism with existing...

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